{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This script takes a picture from your webcam, POSTs the picture to the Flask Panda Detector API, and prints the response.\n",
    "\n",
    "I also made a command-line version at `webcam-upload.py`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YES. It's a panda\n"
     ]
    },
    {
     "data": {
      "image/png": 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vs5Cm9GcE0NS20hSvJwxMAyYQxSOFJ86q5gSp7i3N8iBqLgwgk4f9wtO244/X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QRtGBmDkfqOrGWRYZeqrg2IxzRV1lWkWjBrCjQuEbQR1VLgtKaLbhYBlGtoC0jIUHOBXOoBeTLO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G2j5McB7coRbO6DMGfMh45D1MAsar6nrMGPcRMMGGUryUOwkX1eSdxPESuDgorBVTrIopCq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\nz9f1ul7X6/oc6zV4vq7X9bpe1+dY/y+SyBbkysKQkAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f6faba67650>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import cv2\n",
    "\n",
    "import numpy as np\n",
    "import requests\n",
    "import cv2\n",
    "\n",
    "def grab_img(ramp_frames=0, cam_port=0):\n",
    "    \"\"\"Grab a single frame from the webcam.\n",
    "\n",
    "    Parameters:\n",
    "    -----------\n",
    "    ramp_frames: the number of frames to discard while cam adjusts to light level\n",
    "    cam_port: the webcam's device index\n",
    "\n",
    "    Returns:\n",
    "    --------\n",
    "    frame: a single RBG image\n",
    "    \"\"\"\n",
    "    cap = cv2.VideoCapture(cam_port)\n",
    "\n",
    "    # get past the ramp_frames, if any\n",
    "    for _ in range(ramp_frames):\n",
    "        cap.read()\n",
    "\n",
    "    # Capture frame-by-frame\n",
    "    ret, frame = cap.read()\n",
    "\n",
    "    # When everything done, release the capture\n",
    "    cap.release()\n",
    "    cv2.destroyAllWindows()\n",
    "\n",
    "    return frame\n",
    "\n",
    "def upload_img(img, temp_img_name='tmp.jpg', panda_api_url='http://54.210.9.61/panda_app/'):\n",
    "    # save the image to a file\n",
    "    cv2.imwrite(temp_img_name, img)\n",
    "\n",
    "    with open(temp_img_name) as f:\n",
    "        response = requests.post(panda_api_url, files={\"file\":f})\n",
    "\n",
    "    return response\n",
    "\n",
    "\n",
    "cam_img = grab_img(ramp_frames=12)\n",
    "response = upload_img(cam_img)\n",
    "plt.imshow(cv2.cvtColor(cam_img, cv2.COLOR_BGR2RGB));\n",
    "print response.text"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
